Doxorubicin will be given as an intravenous infusion (IV). It will be given through a port via an infusion pump about the size of a large wallet that can fit into a front-pack or "fanny-pack" around their waist. This pump will be connected to their body. The nurses in the infusion room will start the pump and disconnect it after 4 days. The first bolus infusion take will be given 1-2 hours after their first bevacizumab infusion and will take about 30 minutes. This will be followed by a continuous IV infusion of doxorubicin over 4 days. The first bolus infusion will be given on a Monday (excluding holidays) and the continuous infusion will go until Thursday. Patients will receive a second bolus infusion followed by a 4 day continuous infusion every week for 5 weeks.